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math.OC2017
A universal modification of the linear coupling method
Sergey Guminov, Alexander Gasnikov, Anton Anikin +1
In the late sixties, N. Shor and B. Polyak independently proposed optimal first-order methods for non-smooth convex optimization problems. In 1982 A. Nemirovski proposed optimal fi…
math.OC2017
Accelerated Methods for -Weakly-Quasi-Convex Problems
Sergey Guminov, Alexander Gasnikov, Ilya Kuruzov
We provide a quick overview of the class of -weakly-quasi-convex problems and its relationships with other problem classes. We show that the previously known Sequential Subspace…